Abstract: As future war becomes more and more complex, and the fast development of artificial intelligence, the trend of intelligent C2 (Command & Control) is irreversible. Although the “Deep Green” program was suspended for some reasons, its idea and method is worth learning. AlphaGo has beaten top human players in the game of Go, whose methods also have certain reference value. The methods adopted by the 2 systems were introduced in brief, with their applicability analyzed. Researches have been taken on the mechanism and ability of their application in C2 domain, with diculties and countermeasures discussed. Inspirations and suggestions were given to the development of intelligent C2.